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The U.S.-based executive vice-president (EVP) of Glenmark Generics Inc., the subsidiary of an Indian generic manufacturer, is weighing his options on whether or not to proceed with what is known as a Launch @ Risk in the U.S. market. Defined as a "risk taken by a generic company when it puts a product on the market before resolving outstanding patent lawsuits against it," Launch @ Risk is a widely acknowledged route to gain an entry into the world's largest and most profitable pharmaceutical market. The focal product is the generic version of a hypertension drug whose patent is set to expire in 2015. Glenmark Generics has just secured approval from the U.S. Food and Drugs Administration (FDA) to launch a low-cost generic version of the patented drug but the FDA approval is being contested in a court of law by the patent holder. While awaiting the court's ruling, the EVP must evaluate his company's options and decide whether to proceed, in the interim, with the product launch.

This is an MIT Sloan Management Review article. The surge of interest in big data has led to growing demand for analytics teams. Assembling such teams, however, is difficult. For one thing, many companies lack the in-house knowledge and experience needed to put together a world-class analytics team. What's more, the labor market for analytics professionals has grown increasingly tight. The shortage of analysts -particularly those capable of developing and leading world-class teams that can enable a company to create a competitive advantage from its data and analytics -is driving organizations to consider outsourcing their analytics activities. Analytics is the latest in a string of activities companies are outsourcing to business process organizations (BPOs). It draws heavily on mathematics and statistics knowledge, and many analytics-oriented BPOs have operations in India. Although some companies have world-class analytics capabilities in-house, the authors posed the question: Can an analytically naäve company "buy"world-class analytics functions by hiring outside experts? The authors studied both four multinational companies that used one or more offshore analytics BPOs and four analytics BPOs. Two of the client companies had skills that were judged to be "analytically superior"; the other two were judged to be "analytically challenged."The analytically challenged companies saw analytics BPOs as a way to obtain the resources and training needed to manage and execute their analytics and to gain quick access to important insights. By contrast, the analytically superior companies wanted to expand their internal analytic capabilities, in part because they wanted to preserve their ability to develop and protect intellectual property; they tended to use offshore BPOs to perform low-level analytics.

Orion Bus Industries is a manufacturer of transit buses that are purchased by transit authorities across North America. The majority of Orion's sales are made through competitive bidding processes. The company's goal is to either increase margins while maintaining sales levels or to increase the total volume of sales. The chief executive officer would like to know whether historical contract bidding data can be used to improve the success of future bids for bus contracts.